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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

234 listings found

2012 Chrysler 200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chrysler 200 S

Grayson, KY

UnscoredInsufficient · 3
$5,497177,384 mi

Comparison: 3 similar vehicles

Grayson, KY

2016 smart fortwo passion

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 smart fortwo passion

Grayson, KY

UnscoredInsufficient · 0
$5,50090,645 mi

Grayson, KY

2010 Kia Soul Exclaim

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Kia Soul Exclaim

Grayson, KY

Unscored
$5,500130,469 mi

Comparison: 15 similar vehicles

Grayson, KY

2016 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Equinox LT

Grayson, KY

UnscoredInsufficient · 4
$6,500159,459 mi

Comparison: 4 similar vehicles

Grayson, KY

2019 Chevrolet Impala 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Impala 1LT

Grayson, KY

Unscored
$6,995175,123 mi

Comparison: 57 similar vehicles

Grayson, KY

2018 Dodge Grand Caravan GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Dodge Grand Caravan GT

Grayson, KY

Unscored
$6,995144,791 mi

Comparison: 23 similar vehicles

Grayson, KY

2015 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan Rogue SV

Grayson, KY

Unscored
$6,995147,265 mi

Comparison: 51 similar vehicles

Grayson, KY

2013 Cadillac SRX Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Cadillac SRX Luxury Collection

Grayson, KY

Fair PriceLimited · 10
$6,995116,095 mi

Market: $4,150 – $8,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Grayson, KY

2011 Subaru Legacy I Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Subaru Legacy I Premium

Grayson, KY

Unscored
$6,995139,981 mi

Comparison: 9 similar vehicles

Grayson, KY

2007 Ford F-150 FX4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford F-150 FX4

Grayson, KY

UnscoredInsufficient · 4
$7,487211,349 mi

Comparison: 4 similar vehicles

Grayson, KY

2020 Dodge Journey Crossroad

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Dodge Journey Crossroad

Grayson, KY

Unscored
$7,500148,101 mi

Comparison: 31 similar vehicles

Grayson, KY

2017 Hyundai Santa Fe Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Santa Fe Sport

Grayson, KY

Unscored
$7,500153,079 mi

Comparison: 134 similar vehicles

Grayson, KY

2015 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Tahoe LT

Grayson, KY

UnscoredInsufficient · 3
$7,900359,914 mi

Comparison: 3 similar vehicles

Grayson, KY

2020 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Trax LS

Grayson, KY

Fair PriceRobust · 87
$7,99594,916 mi

Market: $5,500 – $14,500

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Grayson, KY

2017 Chevrolet Traverse LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Traverse LS

Grayson, KY

Unscored
$7,995141,287 mi

Comparison: 33 similar vehicles

Grayson, KY

2019 Buick Encore Preferred

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Buick Encore Preferred

Grayson, KY

Fair PriceRobust · 87
$8,500119,592 mi

Market: $6,200 – $15,494

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Grayson, KY

2013 Lexus GS 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Lexus GS 350

Grayson, KY

Unscored
$10,399180,028 mi

Comparison: 10 similar vehicles

Grayson, KY

2019 Dodge Grand Caravan GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Dodge Grand Caravan GT

Grayson, KY

Unscored
$10,500128,725 mi

Comparison: 68 similar vehicles

Grayson, KY

2018 Chevrolet Cruze LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Cruze LS

Grayson, KY

Fair PriceModerate · 39
$11,64071,227 mi

Market: $5,995 – $13,595

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Grayson, KY

2011 Toyota Tacoma PreRunner

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Toyota Tacoma PreRunner

Grayson, KY

UnscoredInsufficient · 0
$13,494161,372 mi

Grayson, KY

2013 Ford F-150 FX4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford F-150 FX4

Grayson, KY

Unscored
$13,989165,170 mi

Comparison: 26 similar vehicles

Grayson, KY

2017 Honda HR-V EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Honda HR-V EX-L

Grayson, KY

Fair PriceLimited · 11
$14,750115,186 mi

Market: $6,500 – $15,782

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Grayson, KY

2020 Hyundai Sonata SEL Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Hyundai Sonata SEL Plus

Grayson, KY

Fair PriceRobust · 54
$14,963110,156 mi

Market: $12,995 – $16,921

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Grayson, KY

2023 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Altima SV

Grayson, KY

Fair PriceRobust · 118
$15,467117,798 mi

Market: $13,995 – $21,549

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Grayson, KY

2023 Nissan Versa Sedan S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Versa Sedan S

Grayson, KY

Unscored
$15,80068,060 mi

Comparison: 5 similar vehicles

Grayson, KY

2020 Ford Escape Titanium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Escape Titanium

Grayson, KY

UnscoredInsufficient · 4
$15,857104,160 mi

Comparison: 4 similar vehicles

Grayson, KY

2020 Jeep Renegade Jeepster

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Jeep Renegade Jeepster

Grayson, KY

UnscoredInsufficient · 0
$15,89054,269 mi

Grayson, KY

2019 INFINITI QX80 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 INFINITI QX80 Base

Grayson, KY

Unscored
$16,029158,256 mi

Comparison: 25 similar vehicles

Grayson, KY

2019 Jeep Cherokee Trailhawk

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Cherokee Trailhawk

Grayson, KY

Fair PriceRobust · 79
$16,14493,216 mi

Market: $8,495 – $19,995

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Grayson, KY

2018 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Toyota Camry SE

Grayson, KY

Fair PriceRobust · 58
$16,800115,501 mi

Market: $11,975 – $27,168

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Grayson, KY

2021 Chevrolet Traverse 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Chevrolet Traverse 1LT

Grayson, KY

Unscored
$17,380113,510 mi

Comparison: 8 similar vehicles

Grayson, KY

2019 Dodge Durango GT Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Dodge Durango GT Plus

Grayson, KY

Unscored
$17,390127,037 mi

Comparison: 11 similar vehicles

Grayson, KY

2019 Jeep Wrangler Unlimited Sport S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Wrangler Unlimited Sport S

Grayson, KY

UnscoredInsufficient · 3
$18,994100,156 mi

Comparison: 3 similar vehicles

Grayson, KY

2017 Jeep Wrangler Unlimited Rubicon

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Jeep Wrangler Unlimited Rubicon

Grayson, KY

UnscoredInsufficient · 3
$19,379129,881 mi

Comparison: 3 similar vehicles

Grayson, KY

2020 Chevrolet Blazer RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Blazer RS

Grayson, KY

Unscored
$19,425110,536 mi

Comparison: 5 similar vehicles

Grayson, KY

2021 Ford Explorer Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Explorer Limited

Grayson, KY

UnscoredInsufficient · 4
$20,000120,620 mi

Comparison: 4 similar vehicles

Grayson, KY

2024 GMC Terrain SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 GMC Terrain SLE

Grayson, KY

Fair PriceRobust · 98
$20,21956,129 mi

Market: $18,500 – $28,335

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Grayson, KY

2020 Mercedes-Benz GLS GLS450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Mercedes-Benz GLS GLS450

Grayson, KY

Unscored
$20,482142,909 mi

Comparison: 20 similar vehicles

Grayson, KY

2024 Chevrolet TrailBlazer LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet TrailBlazer LT

Grayson, KY

Fair PriceModerate · 24
$20,58054,111 mi

Market: $18,784 – $22,054

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Grayson, KY

2020 Jeep Grand Cherokee Overland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Jeep Grand Cherokee Overland

Grayson, KY

Fair PriceModerate · 26
$20,832104,263 mi

Market: $14,499 – $27,576

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Grayson, KY

2024 Nissan Altima SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Altima SR

Grayson, KY

Unscored
$20,84258,187 mi

Comparison: 8 similar vehicles

Grayson, KY

2024 Nissan Rogue S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Rogue S

Grayson, KY

Fair PriceRobust · 235
$21,00065,999 mi

Market: $15,956 – $24,396

Comparison: 235 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Grayson, KY

2025 Hyundai Sonata SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Hyundai Sonata SEL

Grayson, KY

Fair PriceRobust · 88
$21,49857,630 mi

Market: $19,594 – $23,995

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Grayson, KY

2019 Subaru Outback Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Subaru Outback Touring

Grayson, KY

Fair PriceLimited · 11
$21,82468,067 mi

Market: $14,288 – $24,927

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Grayson, KY

2024 Jeep Compass Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Jeep Compass Limited

Grayson, KY

Fair PriceModerate · 39
$22,30056,779 mi

Market: $17,648 – $24,396

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Grayson, KY

2024 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Equinox LT

Grayson, KY

Fair PriceRobust · 234
$22,39766,865 mi

Market: $14,385 – $24,501

Comparison: 234 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Grayson, KY

2020 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Explorer XLT

Grayson, KY

UnscoredInsufficient · 3
$22,80078,448 mi

Comparison: 3 similar vehicles

Grayson, KY

2021 Ford Explorer Platinum

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Explorer Platinum

Grayson, KY

Fair PriceModerate · 22
$23,382106,946 mi

Market: $19,885 – $30,397

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Grayson, KY

2023 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Chevrolet Equinox RS

Grayson, KY

Fair PriceRobust · 110
$23,70660,857 mi

Market: $16,995 – $27,596

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Grayson, KY

2018 Jeep Wrangler JK Rubicon

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Jeep Wrangler JK Rubicon

Grayson, KY

UnscoredInsufficient · 0
$24,00085,080 mi

Grayson, KY

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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